- Not a new concept
- Encouraged and growing within academia for last 10-15 years
- Provides evidence of the correctness of results
- Exposes workflow to others
- Enables others to make use of methods and results
December 4, 2018
Slides: https://github.com/NHS-NSS-transforming-publications/RAP-presentation
RAP companion: https://ukgovdatascience.github.io/rap_companion/
Combined the priniciples of reproducible research with data science tools and best practice.
| Level | Description |
|---|---|
| 1 | Ad hoc R code |
| 2 | R project |
| 3 | R project under version control (VC) |
| 4a | R project under VC and peer reviewed (wrangling) |
| 4b | Replicable report in Rmarkdown (publication) |
| 5 | Near RAP (VC, peer review, data quality assurance) |
| 6 | Full RAP (as above plus unit testing and documentation) |
| 7 | R package |
Contact the Transforming Publishing team (nss.isdtransformingpublishing@nhs.net)
Need to udpate team image
Contact Transforming Publishing: nss.isdtransformingpublishing@nhs.net
Transforming Publishing on GitHub:
https://github.com/NHS-NSS-transforming-publications
ISD on GitHub: https://github.com/Health-SocialCare-Scotland
RAP companion: https://bit.ly/2PhLYbL